Data-Dependent Bounds for Multi-category Classification Based on Convex Losses

This publication has 13 references indexed in Scilit:

• Statistical behavior and consistency of classification methods based on convex risk minimization
  The Annals of Statistics, 2004
• Concentration inequalities using the entropy method
  The Annals of Probability, 2003
• The Consistency of Greedy Algorithms for Classification
  Published by Springer Nature ,2002
• Empirical Margin Distributions and Bounding the Generalization Error of Combined Classifiers
  The Annals of Statistics, 2002
• Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)
  The Annals of Statistics, 2000
• 10.1162/15324430152733133
  Applied Physics Letters, 2000
• 10.1162/153244303321897690
  Applied Physics Letters, 2000
• Weak Convergence and Empirical Processes
  Published by Springer Nature ,1996
• Probability in Banach Spaces
  Published by Springer Nature ,1991
• Convex Analysis
  Published by Walter de Gruyter GmbH ,1970